12 citations · 36 across the 6 of their papers we have counts for
6 papers · 1 filter
A Continuous Max-Flow Approach to Cyclic Field Reconstruction
John S. H. Baxter, Jonathan McLeod, Terry M. Peters
Reconstruction of an image from noisy data using Markov Random Field theory has been explored by both the graph-cuts and continuous max-flow community in the form of the Potts and…
Shape Complexes in Continuous Max-Flow Hierarchical Multi-Labeling Problems
John S. H. Baxter, Jing Yuan, Terry M. Peters
Although topological considerations amongst multiple labels have been previously investigated in the context of continuous max-flow image segmentation, similar investigations have…
A Proximal Bregman Projection Approach to Continuous Max-Flow Problems Using Entropic Distances
John S. H. Baxter, Martin Rajchl, Jing Yuan +1
One issue limiting the adaption of large-scale multi-region segmentation is the sometimes prohibitive memory requirements. This is especially troubling considering advances in mass…
A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization
John S. H. Baxter, Martin Rajchl, Jing Yuan +1
The incorporation of region regularization into max-flow segmentation has traditionally focused on ordering and part-whole relationships. A side effect of the development of such m…
RANCOR: Non-Linear Image Registration with Total Variation Regularization
Martin Rajchl, John S. H. Baxter, Wu Qiu +4
Optimization techniques have been widely used in deformable registration, allowing for the incorporation of similarity metrics with regularization mechanisms. These regularization…
A Continuous Max-Flow Approach to General Hierarchical Multi-Labeling Problems
John S. H. Baxter, Martin Rajchl, Jing Yuan +1
Multi-region segmentation algorithms often have the onus of incorporating complex anatomical knowledge representing spatial or geometric relationships between objects, and general-…